{ "best_metric": 0.8872, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0682/checkpoints/checkpoint-1332", "epoch": 4.0, "eval_steps": 500, "global_step": 1332, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 2.8802053928375244, "learning_rate": 7e-05, "loss": 1.5862, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8456, "eval_loss": 0.6529613137245178, "eval_runtime": 10.0533, "eval_samples_per_second": 373.013, "eval_steps_per_second": 5.869, "step": 333 }, { "epoch": 2.0, "grad_norm": 13.306659698486328, "learning_rate": 7e-05, "loss": 0.4028, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.86, "eval_loss": 0.4936078190803528, "eval_runtime": 10.3633, "eval_samples_per_second": 361.855, "eval_steps_per_second": 5.693, "step": 666 }, { "epoch": 3.0, "grad_norm": 1.9708716869354248, "learning_rate": 7e-05, "loss": 0.2039, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8661333333333333, "eval_loss": 0.4866925776004791, "eval_runtime": 10.445, "eval_samples_per_second": 359.025, "eval_steps_per_second": 5.649, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.1199808195233345, "learning_rate": 7e-05, "loss": 0.1221, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8872, "eval_loss": 0.4284738302230835, "eval_runtime": 10.114, "eval_samples_per_second": 370.772, "eval_steps_per_second": 5.833, "step": 1332 } ], "logging_steps": 500, "max_steps": 1665, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 6.58965282490368e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }